CLINICAL MICROBIOLOGY REVIEWS, Jan. 2003, p. 129–143 Vol. 16, No. 10893-8512/03/$08.00�0 DOI: 10.1128/CMR.16.1.129–143.2003Copyright © 2003, American Society for Microbiology. All Rights Reserved.
Pathogenic Human Viruses in Coastal WatersDale W. Griffin,1* Kim A. Donaldson,2 John H. Paul,2
and Joan B. Rose2
Center for Coastal and Regional Marine Studies, U.S. Geological Survey,1 andCollege of Marine Sciences, University of South Florida,2
St. Petersburg, Florida 33701
INTRODUCTION .......................................................................................................................................................129PUBLIC HEALTH RISK...........................................................................................................................................130
Health Effects .........................................................................................................................................................130Recreational Risks .................................................................................................................................................131
VIRUS OCCURRENCE AND FATE IN MARINE WATERS ..............................................................................132Occurrence Studies ...............................................................................................................................................132Survival and Transport ........................................................................................................................................133
EVOLUTION OF DETECTION ASSAYS ...............................................................................................................134Sample Collection ..................................................................................................................................................134Cell Culture ............................................................................................................................................................135Immunology ............................................................................................................................................................135PCR Amplification .................................................................................................................................................135
CONCLUSION AND PERSPECTIVES...................................................................................................................140REFERENCES ............................................................................................................................................................140
INTRODUCTION
All of the known pathogenic viruses that pose a significantpublic health threat in the marine environment are transmittedvia the fecal-oral route. This group, known collectively as en-teric viruses, is a continually growing list. These viruses belongprimarily to the families Adenoviridae (adenovirus strains 3, 7,40, and 41), Caliciviridae (Norwalk virus, astroviruses, calicivi-ruses, Snow Mountain agent, and small round structured vi-ruses), Picornaviridae (poliovirus, coxsackieviruses, echovi-ruses, enteroviruses, and hepatitis A virus [HAV]), andReoviridae (reoviruses and rotaviruses). The enteric viruses areassociated with a variety of diseases in humans (Table 1), fromocular and respiratory infections to gastroenteritis, hepatitis,myocarditis, and aseptic meningitis. The elderly, the veryyoung, and the immunocompromised are the most susceptibleand are more likely to develop severe infections (40). Whilediarrhea has been one of the primary manifestations of infec-tion, it is now recognized that more serious chronic diseasesare associated with viral infections and that the risks of suchinfections need to be better defined. The primary site of viralinfection and replication is the intestinal tract. Virus particlesare shed in feces for weeks at levels as high as 1010 g�1 (rota-viruses), with average levels between 106 g�1 (enteroviruses)and 108 g�1 (HAV) (32, 36, 166). While person-to-person andsurface-to-person transmission can occur, viruses in wastewa-ter that contaminate drinking water sources, recreational wa-ters, and shellfish harvesting waters pose the greatest risk tothe public (14, 42, 90, 99, 107, 122; C. P. Gerba and C. E.Enriquez, Proc. First Ann. Chem. Symp., 1997).
The majority of the world’s population is found along thecoasts. Often, wastewater is disposed directly or indirectly intocoastal waters. Approximately 9.3 � 107 people (37%) of thetotal U.S. population reside in coastal areas and dischargeabout 1.0 � 1010 gallons of treated wastewater day�1 (101). In2000, there were over 11,000 beach closings or advisories(freshwater and marine beaches) in the United States, a num-ber that had almost doubled from the previous year, and amajority of these closings were due to wastewater pollution(102). On a global scale, coastal development is twice that ofinland sites, with �90% of the generated wastewater beingreleased untreated into marine waters (20, 60).
The discharge of viral pathogens in treated sewage is notregulated, and monitoring relies on bacterial indicator detec-tion to predict virus contamination (54). Virus levels in waste-water, measured by cell culture assay, range from 1.82 � 102 to9.2 � 104 liter�1 in untreated sewage and from 1.0 � 10�3 to1.0 � 102 liter�1 in treated wastewater depending on the levelof treatment (101, 131, 133). Some of the wastewater that isdischarged into the marine environment is only partiallytreated and is not disinfected (examples of partially treateddischarges where only the undissolved solids are removed be-fore release of the sewage effluent from the plant can be foundin Los Angeles, San Diego, and Hawaii). Combined seweroverflows, which are systems that receive rainwater and un-treated wastewater and overflow during high precipitationevents, have been sources of coastal pollution in areas likePuget Sound, Wash. (130). Finally, communities with high-density septic tanks (on-site, individual disposal systems) alsocontribute to poor water quality and increased viral pollutionof coastal waters (52, 87).
Prior to 1950, little was known about human viral infectionsexcept for those associated with the more widespread diseasessuch as hepatitis. The first isolations of viruses from water were
* Corresponding author. Mailing address: USGS, Center for Coastaland Regional Marine Studies, 600 4th St. South, St. Petersburg, FL33701. Phone: (727) 803-8747 ext. 3113. Fax: (727) 803-2031. E-mail:[email protected].
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reported in the late 1930s and early 1940s and focused onpoliovirus and other enteroviruses in feces and wastewater (22,114). The method employed a gauze pad to adsorb the virus asthe water passed through it and the subsequent use of cellculture (monkey kidney cells) to cultivate and identify thevirus. Improvements in the filtration methods to recover vi-ruses from water and the emergence of newly discoveredpathogenic human enteric viruses associated with drinking wa-ter and shellfish outbreaks (the discovery of rotavirus andNorwalk virus) occurred in the 1970s and 1980s (42, 90).
The occurrence of pathogenic human enteric viruses in ma-rine waters is not well characterized, and our understandinghas been hampered by the limited number of scientific studies,lack of available and accurate detection assays, and erroneousassumptions in regard to virus viability and infectivity. Thecontamination of marine waters with viruses has been, and willcontinue to be, an important public health issue. The spread ofviral diseases through recreational water exposure and inges-tion of contaminated shellfish is a primary public health con-cern. The key to understanding and controlling viral contam-ination of our coastal environments is the application of newtools for monitoring and studying these microorganisms.
PUBLIC HEALTH RISK
Health Effects
The enteric viruses cause a wide range of diseases and symp-toms. Gastroenteritis, otitis, and respiratory diseases are mostoften reported in studies of exposure to contaminated marinewaters. Viral etiology is rarely identified, even though virusesare believed to cause a majority of waterborne marine ill-nesses.
Adenoviruses, which were first described in 1953 (134), havebeen identified as a significant cause of acute upper respiratorytract infections. While most infections caused by these virusesare asymptomatic, respiratory, gastrointestinal, and ocular in-fections are commonly reported. These viruses can cause sig-nificant problems for immunosuppressed or immunocompro-mised persons (146, 154). There are over 48 serotypes ofadenoviruses, that comprise six subgroups (A to F), which havebeen identified as causative agents of human disease. Adeno-viruses can cause a wide range of disease types, including
respiratory, ocular, and gastrointestinal infections (35). Theenteric adenoviruses are types 40 and 41 and are responsiblefor the majority of adenovirus-mediated cases of gastroenter-itis (19, 28). Other types of adenoviruses which can causegastroenteritis are types 3 and 7 in systemic infections. Mostindividuals become infected with adenoviruses before theyreach 20 years of age. The adenoviruses are commonly foundin wastewater-impacted marine environments (68, 79, 118, 120,160).
Coxsackieviruses have emerged as important waterborne en-teric pathogens. In a study of viruses in raw sewage and treatedeffluent in Puerto Rico, it was demonstrated that 95% of theenteroviruses detected were coxsackie B5 virus (21). Othershave reported that approximately 30% of the isolates fromuntreated wastewater (Athens, Greece) were coxsackie B2, B4,and B5 virus, with an estimated overall coxsackievirus concen-tration of 35.8 to 172.8 cytopathic units per liter (79, 80).Coxsackieviruses have been associated with myocarditis, para-lytic disease, aseptic meningitis, insulin-dependent diabetes,and cold-like illnesses (76, 77, 162).
Norwalk-like viruses (also called small round structured vi-ruses) have been identified in drinking water (72, 84, 85),recreational water (73), and marine shellfish (81) tissue in anumber of studies investigating their role in human disease(25, 29, 50, 55, 90). This diverse group of RNA viruses oftencauses gastroenteritis with diarrhea and/or vomiting, fever, andrespiratory symptoms lasting approximately 2 days. These vi-ruses were first identified by electron microscopy and includeNorwalk virus, Snow Mountain agent, astroviruses and calici-viruses. These viruses are a major cause of shellfish-associateddisease and may be the most significant cause of adult viralgastroenteritis (4, 5, 25, 29, 55, 63, 84, 86, 90, 91, 148).
Shellfish preferentially accumulate microorganisms duringperiods of low water temperatures (between 11.5 and 21.5°C),which results in a higher incidence of human viral gastroen-teritis acquired through shellfish consumption during theseperiods (13). This preferential accumulation of microorgan-isms by shellfish, coupled with the enhanced survival of virusesat lower temperatures, may explain the seasonality of shellfish-borne viral disease. This group of viruses is heat stable andmore resistant to chlorine disinfection than are bacteria. It hasbeen suggested that caliciviruses are much more prevalent than
TABLE 1. Examples of viral waterborne pathogens of concern
Pathogen Diseases Yr first described(reference)
Methods of detection(references)
Coxsackievirus (members ofthe enterovirus groupbelonging to picornaviridae)
Aseptic meningitis, herpangina, paralysis, exanthema,hand foot and mouth disease, common cold, hepatitis,infantile diarrhea, acute hemorrhagic conjunctivitis
1947a (22) Tissue culture methods,molecular methods (65,96)
Hepatitis viruses Fever, nausea, abdominal pain, anorexia and malaise,associated with mild diarrhea, arthralgias, scleralicterus; cytologic damage, necrosis and inflammation ofthe liver (HAV)
1950b (12) Tissue culture methods,molecular methods,Immunofluorescence(70, 117, 150, 152)
Norwalk-like viruses(belonging to Caliciviridae)
Diarrhea, vomiting, abdominal pain, cramping, low fever,headache, nausea, tiredness (malaise), muscle pain(myalgia)
1968,a 1968b (40) Transmission EM, ELISA,molecular methods (69,143)
Rotavirus (belonging toReoviridae)
Vomiting, abdominal distress, diarrhea, dehydration, fever 1973a (9) Tissue culture methods,molecular methods (49)
a Human pathogen.b Waterborne transmission.
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were previously thought and have been reported in wastewaterat 107 RNA-containing particles liter�1 (91).
Indigenous marine caliciviruses excreted into the water col-umn by mammals may cause disease in swine (vesicular exan-thema) and humans (149). These authors noted that infectedwhales may excrete an estimated 106 caliciviruses g of feces�1
as enumerated by electron microscopy (149).Rotavirus was first identified as a causative agent of gastro-
enteritis in 1973 and is thought to be responsible for the deathsof 4 � 106 to 5 � 106 individuals annually worldwide (9). It isone of the major causes of infantile viral gastroenteritis world-wide, but adults are also susceptible. Several outbreaks ofwaterborne disease have been attributed to this organism. It isestimated that over one million cases of severe diarrhea in the1- to 4-year-old age group are caused by rotaviruses annually inthe United States, with up to 150 deaths (62). All of therotavirus outbreaks have been associated with direct fecal con-tamination of an untreated or compromised water supply orsuboptimal treatment of drinking water. Rotaviruses have beendetected in surface waters worldwide, with average concentra-tions ranging from 0.66 to 29 liter�1 (43). The highest concen-trations have been reported in surface waters receiving un-treated wastewater effluent.
Other viruses may be of concern for non-industrializedcountries. A review of hepatitis E virus (HEV) reported thisvirus to be a significant cause of hepatitis in tropical and sub-tropical environments, resulting in a high mortality (20%) ofpregnant women (150). It has been suggested that swine fecesmay serve as a source of HEV contamination of recreationaland shellfish-harvesting coastal waters (150).
Recreational Risks
In the United Kingdom, studies of marine recreational wa-ters began in the 1970s. The European Economic Directive“Quality of Bathing Water” (76/160/EEC) required that culti-vatable viruses be absent in 10 liters of water (�1 PFU/10liters) At that time in Europe (unlike the United States), nomandate for wastewater treatment existed and untreatedwastewater was discharged directly to the marine environmentthrough outfalls. The approach to protect public health was tomonitor bathing beaches in order to identify impact. Atbeaches associated with sewage outfalls, viruses were detectedat levels between 1 and 520 PFU/10 liters (147). Illness wasobserved in adults and children using beaches where humanviruses were detected (8).
Documented outbreaks in marine waters are rare; however,numerous epidemiological studies have found swimmers to beat increased risk of disease after swimming at polluted beaches(25, 34, 60, 105, 148). The etiology of illnesses in these studieswas not identified, and the pollution was documented usingbacterial indicator systems. Major epidemiological studieshave been undertaken in the United Kingdom, United States,and China. In Hong Kong it was estimated that beach swim-mers were five times more likely to develop gastroenteritisthan nonswimmers, with no less than 400,000 illnesses attrib-uted to exposure to polluted beach water in 1990 (16). Resultsfrom interviewing 25,000 beach users in Hong Kong in 1992concluded that swimmers were 2 to 20 times more likely toexhibit eye, skin, and respiratory symptoms than were non-
swimmers (81). In an effort to protect public health, HongKong developed a beach rating system with Escherichia coli asthe water quality indicator for 41 of its recreational beaches(three samples per month with a geometric mean limit of 180CFU/100 ml in March through October).
Research has correlated enterococcus (Enterococcus spp.,formerly group D streptococci) levels with both gastrointesti-nal and respiratory disease (34, 75). Bathers swimming in wa-ters containing �60 CFU of streptococci/100 ml of water wereat risk of developing some form of illness compared to non-bathers (34). Significant gastrointestinal health effects werenoted when enterococcus levels exceeded 32 CFU/100 ml mea-sured in bathing water at chest depth (75). At a beach inRamsgate, United Kingdom, 24% of 1883 individuals reportedat least one symptom of illness after wading, swimming, orsurfing at the beach and the relative risk was significant forbathers (relative risk � 1.31) versus nonbathers (8).
Based on epidemiological studies, the U.S. EnvironmentalProtection Agency (UEPA) recommends the use of entero-cocci for monitoring the safety of marine bathing waters (26).Although epidemiological recreational water studies supportthe enterococcal standard, many states continue to rely on thecoliform standard (119). An epidemiological study in SantaMonica Bay, Calif., found that 373 individuals of every 10,000who swam near active storm drains were at risk of developingsome symptom of disease (56). This led to a significant changein monitoring and to approaches to protect public health, in-cluding the closure of Huntington Beach in 1999. The 4-monthclosure, which was due to microbial standard violations, re-sulted in the loss of millions of dollars in tourism income to thebusiness community and almost two million dollars in beachclosure investigation fees (164). One of the investigation rec-ommendations was that virus monitoring be implimented.
Despite knowledge of nearshore water pollution in KeyWest, Fla., a competitive race, Swim around Key West, washeld in 1999. Surveys obtained from 160 swimmers who par-ticipated in the event reported that 31% had a least one symp-tom of disease following the event (105), with gastroenteritisbeing the most commonly reported symptom. It is difficult torelate outbreaks to epidemiological data after marine recre-ational exposure, and it is more feasible to monitor for patho-gens of concern, including the viruses.
Risk assessment models can be used to evaluate health risksin the absence of epidemiological data by using pathogen-monitoring information. In a comprehensive study in Hawaii,an area that most would view as a pristine aquatic environ-ment, enteroviruses were found in 6% of samples screened(18). Risk assessment models used to estimate the maximumrisks from exposure to this level of viruses predicted 1.3 infec-tions per 100 swimmers (18).
Viruses attached to particulate matter (inorganic soil parti-cles or organic detritus) are more likely to cause disease thanare free-floating viruses. Researchers used a model to predictthe risk of infection from both unattached and particle-associ-ated viruses in the Oder Lagoon (Southern Baltic). Unat-tached viruses were only a risk in a river and at the river mouthduring the summer bathing period. Viruses attached to parti-cles extended the range of risk from the river mouths out intoassociated regions of the lagoon (137). Risk modeling has alsoincorporated epidemiological data such as the number of in-
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dividuals with symptoms, bacterial indicator data, pathogenconcentrations, and dose-response functions to calculate therecreational risk in specific aquatic environments (27).
VIRUS OCCURRENCE AND FATE IN MARINE WATERS
Occurrence Studies
Studies performed during the last 5 years on the occurrenceof viruses in coastal waters are from geographically diverseareas. Groups of researchers have conducted investigations inGreece, Italy, California, Florida, and Hawaii, using cell cul-ture and/or molecular techniques (Table 2).
In Italy, Pianetti et al. investigated nearshore waters alongthe beaches of Pesaro on the Adriatic Sea and found that 32%of 144 samples were positive for viable enteroviruses by cellculture (116). They concluded the viral pollution was originat-ing from waste disposal systems (Foglia River discharge andregional public and resort wastewater disposal systems) beingused in the region which periodically impact regional beachwater quality. Previous studies by another group of researchers
in the same area (estuarine waters of the Foglia River andPesaro beach water samples) found poliovirus type 3 by reversetranscriptase polymerase chain reaction (RT-PCR) in cell cul-ture-positive samples (98). Muscillo et al. surveyed wasters offof Fano’s beaches and in Albani Channel Harbour (Adriaticcoastline of Italy) and found that 30% of 72 samples werepositive for the presence of reoviruses by RT-PCR (100). Noenteroviruses were detected.
Aulicino et al. surveyed waters of the Catania coastline onSicily (Ionian Sea) and nearshore sites around the mouth ofthe Tiber River (Tyrrhenian Sea) in Italy (6, 7). Reoviruseswere detected in 27% (12 of 44) and 3% (12 of 58) of thesamples in these two studies, respectively. No enteroviruseswere detected in either of these studies. In the case of theTyrrhenian Sea study, the authors attributed advanced waste-water treatment and disinfection as reasons for good waterquality at a majority of the monitored sites. In SouthwestGreece along the beaches of Patras (beaches on both the Gulfof Patras and the Corinthian Gulf), enteroviruses and adeno-viruses were detected in 17% (21 of 120) and 28% (34 of 120)
TABLE 2. Occurrence of human viruses in marine environments
Virus(es) Location Maximum % of samples positivevia cell culture or PCR/RT-PCR
Virus concn/10 liters assayedwhere data available Reference
Enteroviruses Galveston Bay, Tex. 40.0 (cell culture) Data not included 38Enteroviruses Texas Gulf coast 59.0 (cell culture) 0.1–4.4 45Enteroviruses Galveston Bay, Tex. 72.0, 14.0 for sediment and water
(cell culture)0.1–10.5 121
Enteroviruses Waikiki and neighboringbeaches, Hawaii
8.0 for beach samples, 50.0 forsewage outfall samples (cellculture)
�0.1–130,000 125
Adenoviruses,enteroviruses,and HAV
Nearshore waters ofBarcelona, Spain
78.0, 44.0, and 33.0, respectively(PCR/RT-PCR)
Presence/absence only 118
Enteroviruses andadenoviruses
Beaches of Patras,Greece
83.4.0 and 90.0, respectively, (RT-PCR/PCR)
1.2–6.0 (via cell culture,enteroviruses only)
160
Enteroviruses,HAV, andNorwalk virus
Canals and nearshorewaters of the FloridaKeys
79.0, 63.0, and 11.0 respectively,(RT-PCR)
Presence/absence only 52
Reoviruses Beaches along theCatania coastline ofSicily
27.0 (cell culture) Presence/absence only 7
Enteroviruses andreoviruses
Beaches of Pesaro, Italy 32.6 and 49.3, respectively (cellculture)
Presence/absence only 116
Reoviruses Nearshore and canalwaters around themouth of the TiberRiver, Italy
3.0 (cell culture) 2.0–5.0 6
Enteroviruses Nearshore waters,Florida Keys
93.0 (RT-PCR) 0.1 via cell culture for one watercolumn sample; remainingpresence/absence only viaRT-PCR
89
Enteroviruses Sarasota estuary, Fla. 25.0 for samples (cell culture) 91.0for stations positive (RT-PCR)
17.0–77.0 (via cell culture) 87
Enteroviruses Charlotte Harborestuary, Fla.
21.9 (cell culture), 75.0 during the1997–1998 El Nino
100.0–200.0 88
Adenoviruses Beaches from Malibu,Calif., to the Mexicanborder
33.3 (PCR) 8,800.0–75,000.0 (via MPN-nested PCR)
68
Reoviruses andenteroviruses
Fano Beach and AlbaniChannel Harbour,Italy
30.0 and 0.0, respectively (RT-PCR)
Presence/absence only 100
Enteroviruses Santa Monica Bay,Calif.
32.0 (RT-PCR) Presence/absence only 103
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of the samples by nested PCR, respectively (160). When thesesamples were screened via cell culture, the enterovirus concen-tration was 290 PFU/100 liters. Only 9% (11 of 120) of thesamples were positive for enteroviruses by cell culture, in con-trast to the 17% positive sample rate via nested PCR.
A Hawaiian water quality study found that 8% of beachsamples were positive for enteroviruses by cell culture (125).Concentrations were on average 3.7 PFU/100 liters, with thehighest level detected at 10 PFU/100 liters. This study of Ma-mala Bay, Oahu, that included Waikiki and other beaches,suggested the viral pollution was originating from a wastewateroutfall that received only primary treatment. This work led torecommendations that better sewage treatment be implemented.
Extensive studies in Florida have shown that enterovirusesand HAV can be routinely detected in nearshore marine en-vironments. In Charlotte Harbor (important recreational andshellfish waters) on the Gulf Coast of Florida, enteroviruseswere detected by cell culture assay in 75% of the sites screened(88). This study also found that combined surface water tem-perature, rainfall data, and regional river discharge rates couldpredict virus presence 98% of the time. In Sarasota, Fla., justnorth of Charlotte Harbor, enteroviruses were detected in 25%of the samples and at 81% of the sites by cell culture, withconcentrations ranging from 0.17 and 0.59 PFU/100 liters (87).Using RT-PCR, 91% of the sites were shown to be positive forthe presence of enteroviruses. Enteroviruses identified in thesesamples included echovirus types 20 and 24 and poliovirus.Their presence was attributed to the high density of septictanks in this coastal community (87).
Over the last 20 years, extensive residential development inthe Florida Keys, without the development of municipal waste-water treatment and disposal systems, has led to the majorityof canal front homes using septic tanks for waste disposal. Inthese canals and in nearshore water sites of the Florida Keys,79% of sample sites were positive for enteroviruses, 63% werepositive for HAV, and 11% were positive for Norwalk viruseswhen samples were screened by RT-PCR (52). A total of 95%of sites were positive for at least one of the viral groups overall.Studies conducted in nearshore water of the Florida Keysshowed that 93% of coral mucus samples were positive for thepresence of enterovirus nucleic acid sequences as confirmed byPCR plus dot blot probing (89). The research in Florida hasbeen able to demonstrate that: (i) the bacterial indicator levelsused as recreational standards were not predictive of viralpollution; (ii) bacterial indicator levels were often under thestandard limit, despite the presence of human viruses; and (iii)all sites were under the direct influence of either septic tankdrain fields or compromised sewage treatment systems.
In Southern California, 33% (4 of 12) of marine sampleswere positive for adenoviruses. Most-probable-number (MPN)concentration estimates indicated that there were 880 to 7,500adenoviruses per liter of water (68). These marine sites werelocated outside of river discharge points, and the authors notedthat as in the Florida studies, bacteria indicators did not cor-relate with the presence of viruses. The authors did note thatF�-specific RNA coliphages (RNA bacteriophages which re-quire pilus production by strains of pilus-producing E. coli forattachment, i.e., F� E. coli) did correlate with the presence ofadenovirus (68). A study conducted in Santa Monica Bay,Calif., found enterovirus RNA in 32% of 50 samples by RT-
PCR (103). These authors noted that while no correlationcould be established between the presence of individual mi-crobial water quality indicators and enterovirus RNA, therewas a significant correlation between a recently adopted com-bined microbial indicator standard (total coliforms, fecal coli-forms, and enterococci) and enterovirus RNA (103). In a 1979study, 40% of the samples which passed bacterial indicatorwater quality standards contained viable enteroviruses (38).Other studies have shown that enterovirus contamination can-not be assessed by using bacterial indicators (46, 160).
Survival and Transport
A number of studies have investigated the ability of virusesto survive in marine systems and be transported from theirsources to marine beaches or shellfish waters. The use of viraltracers was particularly successful in the study of septic tanksand package plants utilizing 90-ft injection wells in the FloridaKeys. In Key Largo, Fla., bacteriophage were flushed down atoilet in a home with a septic tank and drain field adjacent toPort Largo Canal. The bacteriophage appeared in the canal in11.2 h and in nearshore waters in 23 h. Estimated migrationrates were as high as 24.2 m h�1, a rate 500-fold greater thanthat seen using subsurface flow meters (113). Bacteriophageflushed down two package plant injection wells located in KeyLargo and Long Key appeared in groundwater monitoringwells in 8 h and in surface waters in 10 and 53 h, respectively.Migration rates from the Key Largo canal ranged from 2.5 to3.5 m h�1, and the rates in Long Key were 0.1 to 2.0 m h�1.The higher rates in Key Largo were due to different influencesof tidal pumping from site to site (111). In a similar study, viraltracer was observed in an adjacent canal in 3.25 h in a septio-tank study conducted in Marathon Key (Boot Key Harbor, themiddle Keys). Another injection well study on SaddlebunchKey (lower Keys) found migration rates as high as 141.0 m h�1.In both studies, movement was toward the reef tract and At-lantic Ocean, with rapid movement being facilitated via tidalchannels (112). All of the bacteriophage tracer studies dem-onstrated that septic tanks and wastewater treatment plantsutilizing shallow-water injection wells do contribute to the de-terioration of regional coastal surface water quality. This is ofparticular concern when waters such as those off the FloridaKeys are heavily utilized for recreational activity in addition tobeing ecologically sensitive to poor water quality, a commontrait of all coral reef ecosystems. Several physical factors suchas tidal pumping and the porous nature of limestone contrib-ute to the rapid groundwater migration rates observed in manyof Florida’s coastal communities (145).
Along the Catania coastline of Italy, reoviruses were de-tected only during the autumn and winter months, indicatingthat surface water temperature may play a key role in thesurvival of enteric viruses in marine environments (7). Anotherstudy noted that reoviruses were found in 95% of samplesduring the winter and in only 15% of the samples during thesummer (59). In Charlotte Harbor, Fla., enteroviruses weredetected by cell culture only in December and February, whenlower surface water temperatures coincided with an increase inthe number of water quality indicators relative to warmermonths (88). This study also noted that an increase in rainfalland river discharge due to the 1997 to 1998 El Nino season
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decreased estuarine salinity and increased the probability ofdetecting viable enteroviruses (88). A 3-year study of Frenchcoastal waters indicated that the presence of viruses (entero-viruses, HAV, Norwalk-like virus, astrovirus and rotavirus) inshellfish usually coincided with incidence of human disease andepisodes of rain. These authors hypothesized that short, heavywinter rains caused an overload of sewage treatment facilities,resulting in contamination of shellfish beds (92). Whether thesource of feces in a given region is due to indigenous wildlife orhuman populations, precipitation events have been shown tosignificantly influence microbial water quality by increasing thebioload (33, 53, 88, 109, 129, 161, 165).
In a marine virus survival study, 90% inactivation of polio-virus and parvovirus was observed in 1 to 3 days at the highesttemperature compared to 10 days at the lowest temperatures.The temperatures used in this study ranged from 6 to 28°C(163). In the Florida Keys, where 79% of the samples werepositive for enterovirus presence by RT-PCR in the summer(the average water temperature ranged from 29 to 33°C), noneof the samples were positive by cell culture (52). In a follow-upstudy to determine if water temperature influenced the viabil-ity of viruses being released into nearshore waters of the Flor-ida Keys, six of the original samples were screened for thepresence of viable viruses when surface water temperaturesaveraged �25°C. Two of the six sites were positive for entero-viruses by cell culture (J. L. Jarrell, E. K. Lipp, D. Griffin, J.Lukasik, D. Wait, M. Sobsey, and J. B. Rose, submitted forpublication). This study further noted in a seeded marine studythat viruses survived longer at moderate (22°C) than at higher(30°C) temperatures while viral nucleic acid persisted for alonger period (�60 days) than did infectious viruses (�51days). These data emphasize the need to couple PCR with aviability assay (if one exists) to account for the detection ofinactivated versus infectious human viruses.
A study at an offshore sewage sludge dumping site notedthat viable enteric viruses could be detected in the sediments17 months after dumping was halted (46). Enteroviruses asso-ciated with marine solids were shown to remain infectious for19 days compared to 9 days for unassociated enteroviruses inthe water column (121). The increase in the survival of entero-viruses associated with particulate matter has been observed byothers (17, 82, 83). A 3-log-unit reduction in viable HAV andpoliovirus type 1 at 5 days occurred in the water column (usinga cell culture assay for a seeded estuarine study) (108). Marinemammal caliciviruses remained viable for over 14 days whenthe water temperature was 15°C (149). In a cell culture-basedassay of feline caliciviruses, infectious viruses were detected for30 days at or below 10°C (71).
This work has shown that temperature, rainfall, type of dis-posal system, and coastal processes such as tides and currentsare responsible for the survival and transport of viruses inmarine systems. The rates of survival and transport may begeographically dependent. Further research on comparativestudies on coastal processes and particularly on the role ofsediments is needed.
EVOLUTION OF DETECTION ASSAYS
In 1970, the Committee on Environmental Quality Manage-ment of the Sanitary Engineering Division of the American
Society of Civil Engineers Committee Report stated that themethods for detecting, identifying, and enumerating viruses inwater samples were inadequate (61). In 1971, when reference61 was written by Hill et al., cell culture was the only methodof viral detection for environmental samples. Many techniquessuch as radioimmunoassay, immunofluorescence (IF), comple-ment fixation, and enzyme-linked immunosorbent assay(ELISA) were routinely used to identify viruses in clinicalspecimens but were either cost prohibitive or not sensitiveenough for use with environmental samples. Today the stan-dard method of virus detection continues to be cell culture.
Modern viral detection assays hold the greatest promise forcurrent and future studies. These include molecular basedtechniques based on PCR and other amplification technolo-gies. Regardless of the detection assay employed, research hasdemonstrated the need for efficient concentration from largevolumes of water when attempting to detect viruses in all butthe most polluted waters. Historically, the use of filter car-tridges and the manipulation of water chemistry have beenemployed to accomplish this.
Sample Collection
Viral collection protocols evolved from the early use ofgauze pads for capturing viruses. In the mid-1970s, the con-centration of enteroviruses from 400 liters of marine water tovolumes as low as 10 ml, with a recovery rate of 60 to 80%using cartridge filters, was demonstrated (30). It was shownthat elution solutions at pH 9.0 were efficient at recoveringviruses adsorbed to membrane filter surfaces (31). These meth-ods used a pump to move marine water through a membranefilter located in a filter housing. After filtration, the viruseswhich were attached to the filter surface were released by usingan eluate (1 to 3 liters) at a basic pH. Viruses were thenconcentrated in the eluate to 10 to 70 ml by using a series ofchemical and pH manipulations and centrifugation. Concen-trated viruses were then stored under refrigeration until analiquot was used for cell culture assay. Fiberglass filters wereutilized in a study in which rotaviruses were detected in largevolumes of seawater (47). Another study investigated a micro-porous filtration method with recovery rates of 41% from 400liters of water (155). This basic membrane filtration approachto collecting viruses from large volumes of water, althoughtedious, is still used today in many environmental virus studies(3). Variations of the original method exist for efficient recov-ery of viruses from freshwaters or marine waters by using avariety of filter types. A recently developed protocol whichutilizes negatively charged membranes for filtration of 2 litersof marine water followed by real-time PCR for detection dem-onstrated recovery rates greater than 61% for poliovirus inseeded samples (74). This protocol is rapid and efficient andwas used successfully to detect Norwalk virus and enterovi-ruses in Tokyo Bay (74).
An alternate method to membrane filtration, which has beensuccessfully used to detect viruses in marine water, is vortexflow filtration (VFF). This technology utilizes a flow pattern(toroidal vortices) that keeps cell-sized particles from contact-ing the filter surface as water is removed from the sample.Typically 20-liter samples are concentrated to �50 ml over 2.5to 3 h. The benefit to this technology is that it is automated and
134 GRIFFIN ET AL. CLIN. MICROBIOL. REV.
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requires minimal supervision. The drawbacks are the cost ofthe equipment, the limitation on the volume of sample that canbe concentrated relative to the existing membrane filtrationprotocol, and the time required for filtration. Samples seededwith T2 phage reported a recovery rate of 72% for T2 bacte-riophage (110). Pathogenic human viruses have been detectedin a number of marine water quality studies using this concen-tration method (52, 157). A similar ultrafiltration protocolknown as tangential-flow filtration (TFF) is widely used in thebiotechnology sector and has been successfully used to detectviruses in marine water (68, 159). While TFF has shown prom-ise, some investigators have noted problems in regard to quan-titative work with marine waters and a lower recovery rate incomparison to VFF (68, 128).
In an assay that was developed using silica particles andcentrifugation, enteroviruses were detected in seeded and un-seeded samples from an original marine water volume of 10liters. This assay, like the outlined membrane filtration proto-col, utilized pH manipulation to alternately capture and re-lease viruses from a matrix (106).
Cell Culture
Until the 1990s, cell culture assay was the most widely usedprotocol for the detection of viruses in water (30, 37, 38, 46, 47,121, 141). It had long been recognized that cell culture for thedetection of viruses in waters and sediments has numerousshortcomings, such as long turnaround time, low sensitivity,and high cost. In addition, cell culture can be labor-intensiveand host cells for many viruses such as the Norwalk-like viruseshave not been identified (44, 151). Although the limitations ofcell culture are clear, there is no alternative protocol to deter-mine if viruses present in a given volume of water are viableand thus capable of causing infection. In a typical cell cultureprotocol, an aliquot of sample is exposed to host cells andincubated over time. If the viable viruses are present, destruc-tion of host cells occurs, a process known as the cytopathiceffect (115). Incubation periods vary depending on the proto-col used, but the typical range is 2 to 4 weeks and can be doublethat depending on confirmation steps. Given the length of timerequired to complete the assay, it is clearly not a proactivemonitoring protocol. To date, cell culture is used in parallel orin conjunction with emerging detection assays to address theissue of viability and to compare the sensitivity of assays (2, 48,78, 87, 139; M. Abbaszadegan, P. Stewart, M. LeChevallier, M.Yates, and C. Gerba, Proc. Water Qual. Technol. Conf., 1995).The only alternatives to the cell culture assay prior to the mid-to late 1980s were the use of electron microscopy (EM) andhybridization or antibody-based assays to enumerate or detectviruses (11, 47, 58, 64).
Immunology
In the 1980s, several researchers tried some of the immuno-logical methods used in clinical laboratories on environmentalsamples. Steinmann (151) used enzyme-linked immunosorbentassay (ELISA) and EM to detect rotavirus in concentratedsewage. Dowell et al. (25) used a nitrocellulose enzyme immu-nosorbent assay technique (NC-EIA) to monitor viruses inenvironmental waters. Both NC-EIA and ELISA are fast and
easy and can be adapted for instrumentation, large-scale stud-ies, and quantitative analysis. However, these methods candetect only high concentrations of viral particles. Ten millionvirus particles per ml of sample must be present to be detectedby EM, and viral concentrations in coastal environments wouldprobably be several orders of magnitude lower than this. Ad-ditionally, immunological techniques such as ELISA, radioim-munoassay, and IF can identify only viruses for which a specificantibody has been produced and cannot distinguish betweeninfectious and non-infectious particles.
However, if IF is used in conjunction with cell culture, it canincrease sensitivity, provide information on infectivity of thevirus, and yield results in 24 to 48 h. One of the first uses of IFwith cell culture for the detection of rotaviruses was describedby Gerba et al. (39). However, again, only viruses for whichappropriate cell lines and specific antibodies have been pro-duced can be detected by this method.
PCR Amplification
A few of the most recent studies utilizing PCR and RT-PCR,nested PCR, and integrated cell culture PCR for marine sam-ples are described in Table 3. Of the 10 studies, 5 focused onvirus detection in shellfish and the other 5 examined viralcontamination of marine waters. This compilation of workdemonstrates that a diverse group of enteric viruses can bedetected, including Norwalk and Norwalk-like viruses, HAV,small round structured viruses, enteroviruses, rotavirus, andadenoviruses. Some studies reported the sensitivity in regard toPFU as measured in cell culture. As few as 0.1 PFU could bedetected, but other studies reported the sensitivity of the assaybased on viral particles (PCR units), and only Jiang et al. (68)reported the sensitivity per volume of water concentrated. Avariety of methods and primers and probes were used, and thusfar no standardization of methods has been forthcoming. TheAmerican Academy of Microbiology has strongly recom-mended to the EPA, European Union, World Health Organi-zation, and other organizations that they financially supportthe round-robin testing of PCR methods for detection of vi-ruses as well as other microorganisms. This is needed so that aconsensus method and standardization for the application ofPCR for virus detection in all types of water can be developed(132).
Since the late 1980s, PCR has been used for the detectionand quantitation of viral pathogens in the environment. PCRwas first developed and employed in laboratory-based studies(95, 135). Some of the earliest studies employing RT-PCR forthe detection of enteroviruses included laboratory and fieldstudies (15; R. DeLeon, C. Shieh, S. Baric, and M. D. Sobsey,Proc. Water. Qual. Technol. Conf., 1990). Standard RT-PCRhas since been used in a number of marine-based water qualitymonitoring studies (52, 87–89, 118, 122).
A enterovirus primer set first used in environmental moni-toring in the late 1980s is currently one of the most widely usedprimer-probe combinations employed in environmental mon-itoring due to good sensitivity, specificity, and reliability (De-Leon et al., Proc. Water Qual. Technol. Conf., 1990). Anevaluation of this primer set against four other existing or newsets demonstrated that the original was superior or equivalentin sensitivity and specificity (unpublished data). This primer-
VOL. 16, 2003 PATHOGENIC VIRUSES IN COASTAL WATER 135
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TA
BL
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AG
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CT
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VP1
,248
bp
Poly
mer
ase
gene
regi
on,
470
bp
100
PFU
Oys
ters
(5–2
00PC
Run
its),
clam
s(1
0–10
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its)
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4679
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1,19
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to10
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4338
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7,26
9bp
CG
AT
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AIn
tern
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97bp
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103
PFU
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Vir
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106
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AC
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CT
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RN
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ase
regi
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123
bp
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Gre
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999)
�50
gof
shel
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AA
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NA
NA
5�no
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nsla
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regi
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96bp
5�te
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CC
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136 GRIFFIN ET AL. CLIN. MICROBIOL. REV.
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nloaded from
RT
-PC
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AV
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5�no
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6727
–679
7,89
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446–
642,
196
bp
162–
596,
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2389
–219
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AC
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See
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CT
GT
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1–39
2,39
2bp
VOL. 16, 2003 PATHOGENIC VIRUSES IN COASTAL WATER 137
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nloaded from
Schw
ab(2
001)
1.5
gof
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mer
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and
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Hom
ogen
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HA
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NV
GG
AA
AT
GT
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CA
GG
TA
CT
TT
CT
TT
GG
TT
TT
GC
TC
CT
CT
TT
AT
CA
TG
CT
AT
GC
TT
GT
TG
GT
TT
GA
GG
CC
AT
AT
AT
AA
AA
GT
TG
GC
AT
GA
AC
A
GT
GA
TA
GC
TC
CC
AC
AG
GT
GC
VP1
regi
on,2
48bp
Com
para
ble
toSo
uthe
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ot
Lip
p(2
001)
100L
estu
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rfac
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ater
Filt
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DF
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45–1
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N1.
5%be
efex
trac
t–0.
05M
glyc
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(pH
9.5)
conc
entr
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nus
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orga
nic
flocc
ulat
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NA
Cel
lcul
ture
CPE
enum
erat
edby
MPN
EV
NA
NA
NA
1.0–
2.0
MPN
100
liter
s�1
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g(2
001)
20–4
0lit
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Da
filte
rca
r-tr
idge
)
Cen
trip
rep-
30ul
trac
entr
ifu-
gatio
nun
it
NA
NA
Nes
ted
PCR
AV
GC
CG
CA
GT
GG
TC
TT
AC
AT
GC
AC
AT
CC
AG
CA
CG
CC
GC
GG
AT
GT
CA
AA
GT
Inte
rnal
:GC
CA
CC
GA
GA
CG
TA
CT
TC
AG
CC
TG
TT
GT
AC
GA
GT
AC
GC
GG
TA
TC
CT
CG
CG
GT
C
NA
143
bp1
puri
fied
vira
lpa
rtic
le
Don
alds
on(2
001)
100
�l
NA
NA
RN
easy
min
ikit
Rea
l-tim
eR
T-
PCR
EV
:CX
A9,
CX
A16
,PV
1
GG
CC
CC
TG
AA
TG
CG
GC
TA
AT
CG
GA
CA
CC
CA
AA
GT
AG
TC
GG
TT
CC
G
5�-u
ntra
nsla
ted
regi
on,1
92bp
9.3
vira
lpar
ticle
s/m
lto
155
vira
lpa
rtic
les/
gof
spon
ge20
lV
FF
(100
-kD
afil
ter
car-
trid
ge)
NA
CA
CC
GG
AT
GG
CC
AA
TC
CA
A
Rey
nold
s(2
001)
mar
ine
wat
er
Filt
erite
elec
tro-
nega
tive
filte
r1.
5%be
efex
trac
t–0.
05M
glyc
ine
(pH
9.5)
con-
cent
ratio
nan
dflo
ccu-
latio
n
NA
Hea
tex
trac
tion
for
dire
ctPC
R
ICC
-PC
R
PCR
,cel
lcul
ture
EV
TG
TC
AC
CA
TA
AG
CA
GC
CT
CC
GG
CC
CC
TG
AA
TG
CG
GC
TIn
tern
al:C
CC
AA
AG
TA
GT
CG
GT
TC
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138 GRIFFIN ET AL. CLIN. MICROBIOL. REV.
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probe set was used by Griffin et al. (52) and the sequences arelisted in Table 3.
One of the central obstacles to the use of PCR in environ-mental monitoring is the susceptibility of the assay to inhibitors(divalent cations, humic acids, etc.) commonly found in aquaticsamples. The traditional approach of separating viral nucleicacids from inhibitors was through the use of phenol-chloro-form extraction protocols. The drawback to this protocol istime to completion and loss of viral genomes during the repet-itive washing steps, which limited the ability to detect smallnumbers of viruses in water samples. A more rapid and sensi-tive assay was developed in the late 1980s which utilized heatto liberate viral nucleic acids (127). Several protocols involvedusing polyethylene glycol (PEG) and/or Pro-Cipitate (Bionos-tics Inc., Devens, Mass.) to concentrate and purify viral nucleicacids from water samples (67, 138, 156). Freon has been usedto isolate Norwalk viruses from stool specimens followed byheat release of the Norwalk virus genomes from their capsids(140). One of the most widely used methods, due to outstand-ing reliability and simplicity, for purifying viral nucleic acidsfrom environmental water samples was first described in aclinical setting (10). This assay uses silica beads to capturenucleic acids, which is the basis for many of the commerciallyavailable nucleic acid capture and purification kits. Other as-says that used antibodies to capture viruses or genetic se-quences include immunomagnetic or genomagnetic separa-tion. Numerous studies have used antibody-coated vesicles or
antibodies labeled with iron particles (immunomagnetic sepa-ration) to separate and purify viruses from particulate-ladensamples (5, 51, 93, 139, 142).
Variants of the standard RT-PCR assay have been used todetect human viruses in laboratory and environmental studies.A nested RT-PCR assay which employs two primer sets (thesecond internal to the first used in successive reactions) wasdeveloped for sensitive (15 to 21 viruses) detection of Norwalk-like viruses in shellfish tissue (50). Nested multiplex RT-PCRwas used for simultaneous detection of enteroviruses and her-pesviruses in a clinical study (153). A seminested RT-PCRusing the same primer on one end of the gene target and twomore primers, one internal to the other, in a successive-PCRprotocol was developed to detect HAV, enteroviruses, rotavi-rus, and Norwalk-like viruses in seafood samples (55). Boosternested RT-PCR, an assay which uses two primer sets, oneinternal to the other, in a single RT-PCR run was developedfor sensitive detection of the Norwalk-like Sapporo virus. Thisassay proved more sensitive than standard RT-PCR followedby Southern hybridization (63). Triplex RT-PCR, which usedthree primer sets (each for a specific virus), was developed andused for simultaneous detection of poliovirus, HAV, and ro-tavirus in sewage and marine water samples (157).
Quantification of viral particles is difficult when using mo-lecular detection assays. An MPN PCR which used multipleamplification reactions to estimate viral numbers was success-ful in enumerating adenoviruses in marine waters along the
FIG. 1. Real-time PCR. A TaqMan poliovirus standard curve generated by plotting threshold cycle (CT) against the log of the virusconcentration. The CT occurs where the sequence detection software begins to detect an increase in signal due to the exponential growth of PCRamplicons. Standards are shown here in black, two natural-water samples seeded with poliovirus are shown in white. A 2-ml volume of a poliovirusSabin type 1 cell culture was lysed by vigorous shaking, and extracellular DNA was digested with pancreatic DNase I. Viral particles were purifiedusing a glycerol step gradient (136), stained with SYBR Gold, and directly counted by epifluorescence microscopy (104). The stock dilutioncontained 9.1 � 103 viruses per �l. A 10-�l sample of the stock was purified and brought up in 70 �l of water. Four dilutions ranging from 1.3 �100 to 1.3 � 103 were made using UV-treated 0.02-�m-pore-size-filtered deionized water to generate an RNA standard curve. RT-PCR on allstandards was performed in triplicate. Two natural-water samples (white dots) were seeded with poliovirus and quantitated using this standardcurve. The quantities of the two natural-water samples were 7.2 � 100 and 1.7 � 101 viruses per �l.
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coastline of Southern California (68). Real-time PCR was firstdeveloped for clinical quantitative PCR and has recently beenadapted for environmental monitoring of enteroviruses in sew-age and marine samples (24, 94, 158). Real-time PCR relies onthe detection of a fluorescent signal produced during the am-plification reaction that is proportional to the amount of am-plicon being produced (Fig. 1). The benefit of this assay is thatit is quantitative and the target amplicon is verified by using afluorescently labeled probe which recognizes internal ampliconsequences. A detection limit of 13 viral particles in marinewaters has been demonstrated (24).
In addition to the susceptibility of PCR to environmentalinhibitors, the remaining limitation is the inability of the assayto determine virus viability. While some investigations whichutilize docking proteins of host cells for capture of virusesparticles, with the assumption being that if the virus can stillrecognize its host cell docking protein it must be viable, areunder way, the only recognized viability assay is cell culture.For viruses such as the enteroviruses and HAV, for which cellculture assays exist, the integration of cell culture with PCRwas a means of addressing this dilemma.
Integrated cell culture-PCR (ICC-PCR) is rapid and specificand yields information on the infectivity of a virus (123). ICC-PCR allowed the detection of infectious enteroviruses within48 h with detection limits as low as 0.001 MPN/liter of sample(126). ICC-PCR sensitivity was later shown to be 1 PFU forenteroviruses at 20 h of incubation and 1 to 10 PFU for HAVat 72 to 96 h (124). This research also demonstrated that 11samples in the sample set were positive via ICC-PCR in com-parison to 3 samples via straight RT-PCR. A modification ofthis assay using seminested RT-PCR has been published (97).Drawbacks to this method include the difficulty in adapting itfor large-scale studies and automation. As in standard cellculture, maintenance of cell lines can be cost prohibitive. How-ever, this technique can be faster and more sensitive thantraditional cell culture, and it is one of the few techniques thatcan determine viral infectivity.
CONCLUSION AND PERSPECTIVES
It has been recognized that the observed decrease in coastalmarine water quality occurring in areas impacted by humanwaste and refuse is negatively affecting both human and eco-system health (57, 60, 144). A majority of pathogens responsi-ble for outbreaks of human illnesses acquired from marinerecreational exposure have not been identified but are thoughtto be viruses. Contrary to popular belief, many cell culture-based assays have shown that viable pathogenic human virusescan readily be detected in marine water being impacted byhuman sewage. From the literature cited in this review, it isclear that this has been demonstrated repeatedly since the1970s. A common trend among many of the cited occurrencestudies is that bacterial indicator occurrence did not correlatewith viral occurrence. In addition, in a majority of the studiesthat monitored marine waters for both bacterial indicators andpathogenic viruses, viruses were detected when indicator levelswere below public health water quality threshold levels (54).This creates a significant dilemma for public health officialswho are responsible for marine water quality monitoring. Thedata obtained from three decades of occurrence studies war-
rant investigating the use of human viruses as indicators ofmarine water quality and public health risk.
Although progress has been made in the search for an idealviral detection method, problems remain. Although most mo-lecular biology-based assays are sensitive, specific, rapid andcost efficient, there has been no development of a consensusmethod or standardization. The use of docking proteins, anti-bodies, and genetic sequences for viral capture holds promisein isolating a particular virus from inhibitory particulate matterfound in water samples. Gene chips, with their theoreticalability to detect individual viral genomes and to simultaneouslydetect multiple viral types, should prove useful in monitoringassays when combined with target capture protocols, cell cul-ture, and PCR.
In the not too distant future, it may be that climate andmarine conditions will be used in models to predict the risk tohuman health in marine environments. As cited studies haveshown, precipitation, salinity, and water temperature havebeen correlated with viral occurrence and infectivity. The cur-rent limitations to the accurate development of public healthrisk models is the lack of integrated occurrence studies whichcharacterize factors such as soil type, sewage disposal systemdensity, pathogen and indicator occurrence, and the influenceof climate. Tools and techniques are now available to conductthese types of studies to make the global assessment of viralpollution in marine waters achievable.
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